Ph.D. candidate |
I am currently a forth-year Ph.D. candidate in CPSS Lab, Southeast University. I am supervised by Prof. Jiuxin Cao. I received bachelor's degree in Compute Science in Hohai University (HHU) in 2016 and master's degree in Computer Science in Southeast University (SEU) in 2019. My current research interests are deep learning, language and vision and social network.
[05/2024] One paper accepted by TCSVT 2024.
[07/2023] One paper accepted by ICCV 2023.
[07/2022] One paper accepted by ACM MultiMedia 2022.
ByteDance AI Lab, Beijing. (April 2022 to October 2022)
Working on self supervised learning for robot manipulation.
Ant Group, Hangzhou, Zhejiang. (November 2022 to Now)
Working on self supervised learning.
Text as Image: Learning Transferable Adapter for Multi-Label Classification
Xuelin Zhu, Jiuxin Cao, Dongqi Tang, Furong Xu, Weijia Liu, Jiawei Ge, Bo Liu, Qingpei Guo, Tianyi Zhang
arXiv preprint arXiv:2312.04160, 2023.
Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification
Xuelin Zhu, Jian Liu, Dongqi Tang, Jiawei Ge, Weijia Liu, Bo Liu, Jiuxin Cao
arXiv preprint arXiv:2401.01181, 2023.
Semantic-Guided Representation Enhancement for Multi-Label Image Classification
[Github]
Xuelin Zhu, Jianshu Li, Jiuxin Cao, Dongqi Tang, Jian Liu, Bo Liu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
Scene-Aware Label Graph Learning for Multi-Label Image Classification
Xuelin Zhu, Jian Liu, Weijia Liu, Jiawei Ge, Bo Liu, Jiuxin Cao
International Conference on Computer Vision (ICCV), 2023.
Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods
[Project]
Ya Jing*, Xuelin Zhu*, Xingbin Liu*, Qie Sima, Taozheng Yang, Yunhai Feng, Tao Kong (*Equal contribution)
International Conference on Intelligent Robots and Systems (IROS), 2023
Two-Stream Transformer for Multi-Label Image Classification
[Github]
Xuelin Zhu, Jiuxin Cao, Jiawei Ge, Weijia Liu, Bo Liu
ACM International Conference on Multimedia, 2022
An Effective Ensemble Method for AliProducts Challenge: Large-scale Product Recognition
[YouTube]
[YouKu]
Xuelin Zhu, Weijia Liu
International conference on Computer Vision and Pattern Recognition, RetailVision workshop, 2021
Visual-Textual Sentiment Analysis Enhanced by Hierarchical Cross-Modality Interaction
Tao Zhou, Jiuxin Cao, Xuelin Zhu, Bo Liu, Shancang Li
IEEE Systems Journal, 2020.
Joint Visual-Textual Sentiment Analysis Based on Cross-modality Attention Mechanism
Xuelin Zhu, Biwei Cao, Shuai Xu, Bo Liu, Jiuxin Cao
International conference on multimedia modeling. Springer, Cham, 2019.
Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNs
Shuai Xu, Jiuxin Cao, Xuelin Zhu, Yi Dong, Bo Liu
Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, Cham, 2018.
The Third Prize of the Language Enhancement Based New Image Categories Discovering Contest in the 2023 Second Guangdong-Hong Kong-Macao Greater Bay Area International Algorithm Case Competition. 2024.01
The Third Place of the CVPR 2021 AliProducts Challenge: Large-scale Product Recognition. 2021.06
The First Place of the Video Generation Challenge in 2020 Zhejiang Lab Cup Global AI Competition. 2020.10
Excellent Master's Thesis. 2019.06
National Scholarship. 2018.10
Excellent Bachelor's Thesis. 2016.05
Journal Reviewer of IEEE TCSVT, TMM
Conference Reviewer of ACMMM 2023